{"as_of":"2026-08-14T10:50:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b632cbb2798116fa74c352507c499287626281e644482fa8547a80cf706db98c","coverage":[{"denominator":246,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:42:31.122935Z","state":"measured"},{"denominator":105,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":105,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-14T06:32:32.682623+00:00","state":"measured"},{"denominator":5,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":5,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-02T13:08:40.877370Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-03T10:48:02.419547Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"cited_work":{"arxiv_id":"2506.11111","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.11111","snapshot_observed_at":"2026-07-03T10:48:02.419547Z","title":"arXiv preprint arXiv:2506.11111 , year=","venue":null,"work_id":"8fc6c203-0607-4261-a09b-fc6bf206e730","year":2025},"citing_paper":{"arxiv_id":"2605.15393","last_updated":"2026-05-14T20:26:59Z","snapshot_observed_at":"2026-08-14T00:49:36.394834Z","submitted_at":"2026-05-14T20:26:59Z","title":"LPDS: Evaluating LLM Robustness Through Logic-Preserving Difficulty Scaling","version":1},"reference_index":65,"source":"arxiv_source","source_observed_at":"2026-05-19T16:33:30.850113Z"},"links":{"cited_paper":"/paper/2506.11111","citing_paper":"/paper/2605.15393"},"observation_digest":"sha256:b5777e4035ec10b493b2785bf50b343182c128354a10eab96a2da472d6d97057","observation_id":"693a8d3b-2174-4c87-b7d9-f072b3e80d8c","resolution":{"observed_at":"2026-05-19T16:37:40.235470Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"cited_work":{"arxiv_id":"2506.11111","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.11111","snapshot_observed_at":"2026-07-03T10:48:02.419547Z","title":"arXiv preprint arXiv:2506.11111 , year=","venue":null,"work_id":"8fc6c203-0607-4261-a09b-fc6bf206e730","year":2025},"citing_paper":{"arxiv_id":"2605.24213","last_updated":"2026-05-22T20:54:30Z","snapshot_observed_at":"2026-08-13T20:19:40.894760Z","submitted_at":"2026-05-22T20:54:30Z","title":"Towards Evaluation Engineering: An Empirical Study of ML Evaluation Harnesses in the Wild","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-06-30T14:41:07.354007Z"},"links":{"cited_paper":"/paper/2506.11111","citing_paper":"/paper/2605.24213"},"observation_digest":"sha256:792d165885b82c5bfc9fa6cc74bff6073afd241254321ec1e30c0dbdd1071eb8","observation_id":"9c33d1e6-b8e7-487f-bfa3-5c87bfb45b2e","resolution":{"observed_at":"2026-06-30T14:44:45.125684Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"cited_work":{"arxiv_id":"2506.11111","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.11111","snapshot_observed_at":"2026-07-03T10:48:02.419547Z","title":"arXiv preprint arXiv:2506.11111 , year=","venue":null,"work_id":"8fc6c203-0607-4261-a09b-fc6bf206e730","year":2025},"citing_paper":{"arxiv_id":"2605.26795","last_updated":"2026-07-27T09:24:10Z","snapshot_observed_at":"2026-08-12T19:44:09.789473Z","submitted_at":"2026-05-26T10:10:01Z","title":"What Does Chain-of-Thought Contribute at Probe Time? Evidence for Local Co-Occurrence Activation","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-06-29T17:24:32.401230Z"},"links":{"cited_paper":"/paper/2506.11111","citing_paper":"/paper/2605.26795"},"observation_digest":"sha256:60a0d74807a71ce1f9740cae8584deb541137b39caa0a80937c283e741f33d66","observation_id":"2d37665b-7083-43e5-af73-5337599a178d","resolution":{"observed_at":"2026-06-29T17:33:45.507223Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.11111","snapshot_observed_at":"2026-08-02T13:08:40.877370Z","title":"Evaluating and improving robustness in large language models: a survey and future directions.arXiv preprint arXiv:2506.11111, 2025","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2605.26795","last_updated":"2026-07-27T09:24:10Z","snapshot_observed_at":"2026-08-12T19:44:09.789473Z","submitted_at":"2026-05-26T10:10:01Z","title":"What Does Chain-of-Thought Contribute at Probe Time? Evidence for Local Co-Occurrence Activation","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-02T13:08:40.877370Z"},"links":{"cited_paper":"/paper/2506.11111","citing_paper":"/paper/2605.26795"},"observation_digest":"sha256:fb14422e65b2f2d20189560ce597b55c22f8d8a7d33bb8a68dc5eef9cf454064","observation_id":"b9e3e7d6-fcdc-4f9b-a060-f6016c7c5aa3","resolution":{"observed_at":"2026-08-02T13:08:40.877370Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"cited_work":{"arxiv_id":"2506.11111","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.11111","snapshot_observed_at":"2026-07-03T10:48:02.419547Z","title":"arXiv preprint arXiv:2506.11111 , year=","venue":null,"work_id":"8fc6c203-0607-4261-a09b-fc6bf206e730","year":2025},"citing_paper":{"arxiv_id":"2606.12731","last_updated":"2026-06-10T22:37:26Z","snapshot_observed_at":"2026-07-06T23:51:35.904251Z","submitted_at":"2026-06-10T22:37:26Z","title":"Normative Robustness as a Frontier for Non-Verifiable Reasoning in LLMs","version":1},"reference_index":85,"source":"arxiv_source","source_observed_at":"2026-06-27T09:50:24.891865Z"},"links":{"cited_paper":"/paper/2506.11111","citing_paper":"/paper/2606.12731"},"observation_digest":"sha256:ba1a9d5acfceae5dd181325edb9b583e9526c674f727c566f23e0da1f1470077","observation_id":"41ed5409-55cc-44bf-bac5-1f5e2751aa19","resolution":{"observed_at":"2026-07-03T10:48:02.421504Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.11111/citation-record","integrity":"/paper/2506.11111/integrity","json":"/paper/2506.11111/citation-record.json","paper":"/paper/2506.11111"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.751884Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.751884Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:44e6f1498d076a1e6a9e2e6599ec3eafe1cb4ec116f054c5e6de991e9beddab5","observation_id":"3a04d1ce-eb0c-465c-ac63-c531a4ab064d","resolution":{"observed_at":"2026-08-07T05:42:30.751884Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.08774","last_updated":"2024-03-04T06:01:33Z","snapshot_observed_at":"2026-08-07T07:30:12.213965Z","submitted_at":"2023-03-15T17:15:04Z","title":"GPT-4 Technical Report","version":6},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.08774","snapshot_observed_at":"2026-08-07T05:42:30.756626Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.756626Z"},"links":{"cited_paper":"/paper/2303.08774","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:8dd53e29f06cc3a536d9b41eec18930f791a38bdd9c2e34cf22281f16c0c0482","observation_id":"4aa63e53-d6e9-4f28-96d9-76affcaface3","resolution":{"observed_at":"2026-08-07T05:42:30.756626Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.761127Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.761127Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:757199babe0644c5fa6aa9cbbd4de775821a45549e804f938fb0d1873ffc779a","observation_id":"db8b34f5-4ee6-4c6e-a742-eb6f30dbff85","resolution":{"observed_at":"2026-08-07T05:42:30.761127Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.764651Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.764651Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:050e3ffa09549843161b090413c5c206503846961d3334cef0a4eebc63602647","observation_id":"17ac68f9-44ae-4a04-b319-441b2c6f6178","resolution":{"observed_at":"2026-08-07T05:42:30.764651Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.768312Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.768312Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:b437e5aab9adb28e7c48057dc86b82798bca9ed10b4d341dceb135fc19d8084d","observation_id":"3f3d6861-8e71-473b-a985-eddb3637644c","resolution":{"observed_at":"2026-08-07T05:42:30.768312Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.772512Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.772512Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:b15511b09988f7c9baf48c155a2eabfd3a5160fe5f7299796076b4c24de51da8","observation_id":"24314d0f-1452-45f3-aa3c-682cb3e6fd50","resolution":{"observed_at":"2026-08-07T05:42:30.772512Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.16811","last_updated":"2024-04-26T11:15:21Z","snapshot_observed_at":"2026-08-13T00:22:03.513449Z","submitted_at":"2024-04-25T17:55:14Z","title":"Make Your LLM Fully Utilize the Context","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.16811","snapshot_observed_at":"2026-08-07T05:42:30.776659Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.776659Z"},"links":{"cited_paper":"/paper/2404.16811","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:028360654f9d17e6004025ffc34e91198a671afe99e99cc4ef64966ee70a3c51","observation_id":"be4c8281-aab6-4443-9fe8-833f65aec4fb","resolution":{"observed_at":"2026-08-07T05:42:30.776659Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.780817Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.780817Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:5708a7ae4a70435cad0684f280274f253c4807ba8d1b4d9e3ad91d9c0faa3765","observation_id":"4295678f-ddbd-4218-b016-84021756effe","resolution":{"observed_at":"2026-08-07T05:42:30.780817Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.784627Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.784627Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:d526b3d66cdfd1d8e0d623b18b9d60b8d6443b2443fe005f73e53c775cc5566a","observation_id":"bf895c06-6a2b-46f6-9bed-76292e57d0c6","resolution":{"observed_at":"2026-08-07T05:42:30.784627Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.788353Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.788353Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:f3aa7b44efa2fa682010ce13c1d263f2ebd916daee137cc0eb5d0fde4c0a685d","observation_id":"1e0dfb19-217e-4f09-9af4-ec49614b954a","resolution":{"observed_at":"2026-08-07T05:42:30.788353Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.792152Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.792152Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:8c62f57ea04bcd566d9a170c393e323ac8e4d17dc4589a330c58e4e8f7f93866","observation_id":"8d14d5e4-400c-40ac-b58d-3ee808d44ef8","resolution":{"observed_at":"2026-08-07T05:42:30.792152Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2212.08073","last_updated":"2022-12-15T06:19:23Z","snapshot_observed_at":"2026-08-02T04:53:58.766070Z","submitted_at":"2022-12-15T06:19:23Z","title":"Constitutional AI: Harmlessness from AI Feedback","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2212.08073","snapshot_observed_at":"2026-08-07T05:42:30.796031Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.796031Z"},"links":{"cited_paper":"/paper/2212.08073","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:ac435ff1d49546187044328af6846424fe10180436eeef6cf6b8ff4e3043d596","observation_id":"c8167ea7-3b07-4838-83bd-e87bbf0ab0f9","resolution":{"observed_at":"2026-08-07T05:42:30.796031Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.799339Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.799339Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:49d89a7b1af282c0bb559aa61eeb9a37e7213cef7229c562e99ae7111a156e21","observation_id":"ce11c56d-9002-427e-9d07-232490895202","resolution":{"observed_at":"2026-08-07T05:42:30.799339Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.807190Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.807190Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:cffd31b07a4c0705efa2d058cb50603d0f34e432684e9944c0b76b5fe31ab740","observation_id":"61db6f6d-b805-476b-b361-f884f1509d6a","resolution":{"observed_at":"2026-08-07T05:42:30.807190Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.811139Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.811139Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:8f1a53e446154479881c25acf7f6facd3522d5cedf4e6f3ab95de018fde6f307","observation_id":"d659a3fd-c680-4b12-9c55-9b923058e12c","resolution":{"observed_at":"2026-08-07T05:42:30.811139Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.814730Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.814730Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:4940a25a78e74b757647e408919bc63ff75ddbabf3c0aa66afbd7a6fc3e85a16","observation_id":"0643790b-ab9f-4ae9-8284-156d265341de","resolution":{"observed_at":"2026-08-07T05:42:30.814730Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2404.00897","last_updated":"2024-05-04T00:33:06Z","snapshot_observed_at":"2026-08-13T00:40:21.909471Z","submitted_at":"2024-04-01T03:49:42Z","title":"Machine Learning Robustness: A Primer","version":3},"cited_work":{"arxiv_id":"2404.00897","doi":null,"metadata_source":"pith","pith_arxiv_id":"2404.00897","snapshot_observed_at":"2026-08-07T05:42:32.540677Z","title":"Machine Learning Robustness: A Primer","venue":"cs.LG","work_id":"a11bb766-5412-4f39-8bcf-e6dbaf31c758","year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.817855Z"},"links":{"cited_paper":"/paper/2404.00897","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:0f10fc8ec8188b7e0eb378582ed3b9576c465010dd86091f3674991f1c568e63","observation_id":"b2fddfdd-8d7c-4f48-9403-a16721b6a1de","resolution":{"observed_at":"2026-08-07T05:42:32.544944Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.821708Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.821708Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:51b4377053d7487a47486a6de37989db21f5f966dd4e5e8ee66ef3b68198bdac","observation_id":"06d5643b-bd17-45b4-b26e-bdf188c28ad6","resolution":{"observed_at":"2026-08-07T05:42:30.821708Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.825328Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.825328Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:fb8e217cf43cd2364e81b6544254c26082aecf3e3d8846134f02533f7bfebf1d","observation_id":"8b9c150d-cb00-4c68-8af6-ae60834c60b2","resolution":{"observed_at":"2026-08-07T05:42:30.825328Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.828924Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.828924Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:55e0591fad1fed282aad5e5b0fd7dc82429b8190ff21a02211d76a7b3326d1ad","observation_id":"9e78833b-54e2-4145-a5ef-91a1d8e75f61","resolution":{"observed_at":"2026-08-07T05:42:30.828924Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.01431","last_updated":"2023-12-20T11:54:11Z","snapshot_observed_at":"2026-08-13T10:20:59.304484Z","submitted_at":"2023-09-04T08:28:44Z","title":"Benchmarking Large Language Models in Retrieval-Augmented Generation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.01431","snapshot_observed_at":"2026-08-07T05:42:30.832377Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.832377Z"},"links":{"cited_paper":"/paper/2309.01431","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:74943c675da0bd769827d72ccf5d48dfaf54bd0581fb4a44a1a893427bf5eb58","observation_id":"1c0023b4-c832-424b-a09d-244b1892ae4c","resolution":{"observed_at":"2026-08-07T05:42:30.832377Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.00293","last_updated":"2023-03-01T07:39:01Z","snapshot_observed_at":"2026-08-13T12:34:36.689398Z","submitted_at":"2023-03-01T07:39:01Z","title":"How Robust is GPT-3.5 to Predecessors? A Comprehensive Study on Language Understanding Tasks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.00293","snapshot_observed_at":"2026-08-07T05:42:30.836647Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.836647Z"},"links":{"cited_paper":"/paper/2303.00293","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:9cfdea48b30045cbaff490e48fd3979512b9b98c45dbbff86efd5b9568751e2e","observation_id":"ea6896dc-6d82-4b44-a05c-8db433b4016f","resolution":{"observed_at":"2026-08-07T05:42:30.836647Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.840570Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.840570Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:0d760a28743204ff087238f2a3df030771b596a058c121872c426001acf24b42","observation_id":"94548693-9c03-42aa-b48c-de67615a3cbb","resolution":{"observed_at":"2026-08-07T05:42:30.840570Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.844164Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.844164Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:598d107f9a0fafbdfe1c53d7da84d39b2ebe5c0123e739ac8ae8f120eefdd516","observation_id":"6ff86f8e-f1a5-429b-855f-6591e3d7d314","resolution":{"observed_at":"2026-08-07T05:42:30.844164Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.847904Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.847904Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:9c8837b013c2b10bf1762f797aa6ff46cf073bdf378e728e1ba0c0419751ab1b","observation_id":"d2f55881-c6f1-408b-88a6-c1f5983eb493","resolution":{"observed_at":"2026-08-07T05:42:30.847904Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.851210Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.851210Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:d420f72dff16bd0b63c631be8f9f1498a9acde8bb63f2cb5d3bb2e42e5f34539","observation_id":"25ddaedb-0a9f-438a-b0dc-22b2099f0da9","resolution":{"observed_at":"2026-08-07T05:42:30.851210Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.854469Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.854469Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:cb57a74d5971f4cce3bccaecaee2426dadac074da4f03d7e6a9a69eed9bbe70f","observation_id":"c71e9d68-aef1-4db2-9a8b-98ef80771a85","resolution":{"observed_at":"2026-08-07T05:42:30.854469Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.857783Z","title":"Glass, and Pengcheng He","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.857783Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:f068d903216810d5ca27e1ae2d73e238d92316bc9badc558565cfab70f9848ab","observation_id":"0a27108f-c4ae-451e-8570-0f1ce042afc2","resolution":{"observed_at":"2026-08-07T05:42:30.857783Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1809.05053","last_updated":"2018-09-13T16:39:53Z","snapshot_observed_at":"2026-08-07T19:31:05.439791Z","submitted_at":"2018-09-13T16:39:53Z","title":"XNLI: Evaluating Cross-lingual Sentence Representations","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1809.05053","snapshot_observed_at":"2026-08-07T05:42:30.861002Z","title":null,"venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.861002Z"},"links":{"cited_paper":"/paper/1809.05053","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:3e05eabcca98c87f3a4046ad024ab8705919779c209adb21eff8729d0128f3e6","observation_id":"02fe6dba-6819-4bd1-9718-b1ba5a042b58","resolution":{"observed_at":"2026-08-07T05:42:30.861002Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2205.07315","last_updated":"2022-09-20T06:26:20Z","snapshot_observed_at":"2026-08-14T01:56:52.504049Z","submitted_at":"2022-05-15T15:39:47Z","title":"Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks","version":2},"cited_work":{"arxiv_id":"2205.07315","doi":null,"metadata_source":"pith","pith_arxiv_id":"2205.07315","snapshot_observed_at":"2026-08-07T05:42:32.491538Z","title":"Learn2Weight: Parameter Adaptation against Similar-domain Adversarial Attacks","venue":"cs.LG","work_id":"9be84580-db71-4cc3-bfdf-1749249b515a","year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.865161Z"},"links":{"cited_paper":"/paper/2205.07315","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:4b7027a63bf3c3928eac77b95c5eceee93bc3c1b409e847276f7f63705995cf6","observation_id":"5377d883-7cb7-441d-8a53-dd4f2e92677b","resolution":{"observed_at":"2026-08-07T05:42:32.496021Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.18803","last_updated":"2024-03-27T17:49:31Z","snapshot_observed_at":"2026-08-13T00:43:36.876187Z","submitted_at":"2024-03-27T17:49:31Z","title":"Projective Methods for Mitigating Gender Bias in Pre-trained Language Models","version":1},"cited_work":{"arxiv_id":"2403.18803","doi":null,"metadata_source":"pith","pith_arxiv_id":"2403.18803","snapshot_observed_at":"2026-08-07T05:42:32.474343Z","title":"Projective Methods for Mitigating Gender Bias in Pre-trained Language Models","venue":"cs.CL","work_id":"6f1c8fed-be7d-47b8-ae69-d64f1a368aca","year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.869255Z"},"links":{"cited_paper":"/paper/2403.18803","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:76dbaee39cc1fbb313fca7b2321de36a43505402197cff7fc5d1ea043ce8d126","observation_id":"b1d7d241-5cab-4ee0-819a-5dbb30c97224","resolution":{"observed_at":"2026-08-07T05:42:32.478711Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.873213Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.873213Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:e084a15cf11b8cfc213506237a180bd528e98af0b51ba9a2066d8c4261a7b66e","observation_id":"cd3dda92-6e1e-46a0-b201-ddef55450ec8","resolution":{"observed_at":"2026-08-07T05:42:30.873213Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2309.13345","last_updated":"2024-03-19T09:00:32Z","snapshot_observed_at":"2026-08-13T10:07:06.351970Z","submitted_at":"2023-09-23T11:36:15Z","title":"BAMBOO: A Comprehensive Benchmark for Evaluating Long Text Modeling Capacities of Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2309.13345","snapshot_observed_at":"2026-08-07T05:42:30.876851Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.876851Z"},"links":{"cited_paper":"/paper/2309.13345","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:682a50ca9e0d758d17446551ac740e3834b7938aea0cfddb337ffd9e206b2c1b","observation_id":"82756121-9c4a-4eac-9d91-1c7627d7d501","resolution":{"observed_at":"2026-08-07T05:42:30.876851Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.880710Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.880710Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:83f088415c03d1dfe7b135096e4c521cfeefa4368c75d985e8703a3f3d2957f6","observation_id":"5778f5b0-3f65-4be3-b99a-ace5901229b0","resolution":{"observed_at":"2026-08-07T05:42:30.880710Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.883831Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.883831Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:e7b4e8a2cfbe1d3463df9a32c25e5180736ce9160c851906dfeea23d26b27f9d","observation_id":"cd3a799f-42fb-49dd-b448-d41504952bda","resolution":{"observed_at":"2026-08-07T05:42:30.883831Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.887374Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.887374Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:ee4bb512eece38ba5573dacec20d8bdd19cbe6b802ff3c23c7af8b54d2fbbc50","observation_id":"c54d93b3-852a-4d05-ae6b-2a0552fb6293","resolution":{"observed_at":"2026-08-07T05:42:30.887374Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.890802Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.890802Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:51438ed3bcc0748d316b653f448adbb4c61405d460006ebf3cccd3dc66fc5adf","observation_id":"d898ff4c-015b-4a6a-b363-504056822755","resolution":{"observed_at":"2026-08-07T05:42:30.890802Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.894265Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.894265Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:7947e200c8c2e55018c3b3d5bacf5deb6870f8b63438af9a797eef3bb22290bf","observation_id":"6e2c3659-7ae1-4ba7-ac51-69b130417fbb","resolution":{"observed_at":"2026-08-07T05:42:30.894265Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.897615Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.897615Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:db6249c2604523c819d4ab357f21f88036e805e30b71c3a124842159abcc96d4","observation_id":"4aed63f4-077a-4418-bfc0-92e84a997935","resolution":{"observed_at":"2026-08-07T05:42:30.897615Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.901496Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.901496Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:ce852d31fa4601ddf87adc6e6378d7dacbd4dc1398c8bcc1dfc7b1b821dffc62","observation_id":"6c780c82-9036-463a-a3fa-6327fc711095","resolution":{"observed_at":"2026-08-07T05:42:30.901496Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.904977Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.904977Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:304d0e09cc189789b8d361ecbfd2dd9358499eabf85d2b95c3aa0e636857f135","observation_id":"e21d8772-94d2-4dc7-bbea-db22dfafd783","resolution":{"observed_at":"2026-08-07T05:42:30.904977Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.908626Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.908626Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:67a147cee56ce69bc4442a829f9e9bb3772606d80fd3ccb4671ec0f40a4ed615","observation_id":"96fce659-c8d5-4771-9ab2-17dab2db3c70","resolution":{"observed_at":"2026-08-07T05:42:30.908626Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.913199Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.913199Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:a9f0162d843d30003828d3b59fc3d96211a4f28da34505b7590210a84b85ce52","observation_id":"68913290-1460-4ae0-848e-853483abddf9","resolution":{"observed_at":"2026-08-07T05:42:30.913199Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.917070Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.917070Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:c1bddfe849c0b06a4c0607e055fa5c11035fbfa55e10f1085870983844bd232e","observation_id":"f4ab1363-683a-4041-a5e8-eb5b55209343","resolution":{"observed_at":"2026-08-07T05:42:30.917070Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2312.00752","last_updated":"2024-05-31T17:55:27Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-12-01T18:01:34Z","title":"Mamba: Linear-Time Sequence Modeling with Selective State Spaces","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.00752","snapshot_observed_at":"2026-08-07T05:42:30.920726Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.920726Z"},"links":{"cited_paper":"/paper/2312.00752","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:5cd9047791bfb8f6e0e42091e6c715e689aa69613eb97ded43694fa49b2c78af","observation_id":"02a6f0bb-c28f-418d-8d5f-ee10757706de","resolution":{"observed_at":"2026-08-07T05:42:30.920726Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.925182Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.925182Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:852da305641070958d2a36b960ef7537075f55ae9c8fc6e0ebf26156ee82cc78","observation_id":"9bfe1237-eef3-439c-bbbb-254add52439d","resolution":{"observed_at":"2026-08-07T05:42:30.925182Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.928551Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.928551Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:6b3550023722c5eb163b802c43ab582aa8919490b2bc5eee3a46a351cd279b0a","observation_id":"265eaeec-b1e7-4590-b8a6-4aec527f5baf","resolution":{"observed_at":"2026-08-07T05:42:30.928551Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.932417Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.932417Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:479c46d7d546c83820eebe272e1456d59c5252d4d49e6c4207b9a2829bca5447","observation_id":"7b716faa-3f1d-4989-adf1-e6a3c9308709","resolution":{"observed_at":"2026-08-07T05:42:30.932417Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.936005Z","title":"Fifty Shades of Bias","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.936005Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:e56d38c51d3a4975129e12d098edf538c9cfd7ce8003e19e90a9e71f2417ea70","observation_id":"179e830b-4295-41ff-abcd-032a6263a557","resolution":{"observed_at":"2026-08-07T05:42:30.936005Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.939644Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.939644Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:269a9e9d0c2ea1b8776a3e84e7e4b208b707d965f8e015ccaea216cdcaf54654","observation_id":"afa353da-0a51-470d-9efd-e79942e8f79e","resolution":{"observed_at":"2026-08-07T05:42:30.939644Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.943441Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.943441Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:107869d18711b312b31d0d987897be21fbb9239d110f88bae6582c79d30b7e57","observation_id":"838232e4-c563-414e-9f8b-db55474d91b3","resolution":{"observed_at":"2026-08-07T05:42:30.943441Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.947079Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.947079Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:aeb17b4768143639c4fbb326a73562fe29fc7d0bfa0cccf6bd3093cd70a1e7ff","observation_id":"006972d6-b619-4da1-973a-940b9051d81e","resolution":{"observed_at":"2026-08-07T05:42:30.947079Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.950650Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.950650Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:02a60998ef4e89741cef99153a57a4c97029eaa4d085c16c92c3a5a565306eef","observation_id":"4e4f9dd7-305b-4e71-b647-595392fef72d","resolution":{"observed_at":"2026-08-07T05:42:30.950650Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.954366Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.954366Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:0fe45939212af19f12780f23223f4577a230265c0e71b8af01976f3d539745a2","observation_id":"9f5a103e-2c7d-4c76-8983-3191a3be5963","resolution":{"observed_at":"2026-08-07T05:42:30.954366Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.958460Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.958460Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:9dcae0a58e32afe5f33b057c0ab5741f241e8ba6a6e0cb84e1dbf1dd0de2b970","observation_id":"07e07f20-cf48-41c2-999d-bb0b869bdca5","resolution":{"observed_at":"2026-08-07T05:42:30.958460Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.961776Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.961776Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:ae35f36e66af0c95dd91789b1004e73fe331e2933eac5e64da353960a10f9e32","observation_id":"87317df9-02fc-4316-8e3d-c676f488183a","resolution":{"observed_at":"2026-08-07T05:42:30.961776Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.965041Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.965041Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:8c475d5b53ece59f63b38132efaa99bd879975cf83ffeeae15e186e771918501","observation_id":"4188daca-ea2f-49b3-886e-f45fc59fd633","resolution":{"observed_at":"2026-08-07T05:42:30.965041Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.16008","last_updated":"2024-07-03T17:40:00Z","snapshot_observed_at":"2026-08-14T07:14:59.532760Z","submitted_at":"2024-06-23T04:35:42Z","title":"Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.16008","snapshot_observed_at":"2026-08-07T05:42:30.968525Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.968525Z"},"links":{"cited_paper":"/paper/2406.16008","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:bbb214a58f3384dae63e521ff11733790f8c9b6e750d0bd0e6bd1bdd44ede0a3","observation_id":"4c0bacf0-8143-4d41-aa1c-0ab6beed13a1","resolution":{"observed_at":"2026-08-07T05:42:30.968525Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.972495Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.972495Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:8d6c3dad5b0ca7a3c77343f419cfb85a12a9a20422ae256ba7426ac2057259c7","observation_id":"9ed33702-57be-4d58-995f-0557f05f08f1","resolution":{"observed_at":"2026-08-07T05:42:30.972495Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2106.09685","last_updated":"2021-10-16T18:40:34Z","snapshot_observed_at":"2026-08-11T08:20:29.798517Z","submitted_at":"2021-06-17T17:37:18Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.09685","snapshot_observed_at":"2026-08-07T05:42:30.976056Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.976056Z"},"links":{"cited_paper":"/paper/2106.09685","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:636706a2bec3956de0f45ed397258b676aae905163fef4274b12896b621e1d72","observation_id":"e0f1db2a-55c5-4313-9f61-77fc1c44b1bc","resolution":{"observed_at":"2026-08-07T05:42:30.976056Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.979889Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.979889Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:ed805d2f9f4fe43130ad2636eef0e687987c8a3db7ff0370a4fb34000f1664fe","observation_id":"581e1f93-3a78-4e26-9dae-5f750a8fc4a1","resolution":{"observed_at":"2026-08-07T05:42:30.979889Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.05398","last_updated":"2023-03-04T04:43:49Z","snapshot_observed_at":"2026-08-13T12:32:18.384526Z","submitted_at":"2023-03-04T04:43:49Z","title":"MathPrompter: Mathematical Reasoning using Large Language Models","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2303.05398","snapshot_observed_at":"2026-08-07T05:42:30.983527Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.983527Z"},"links":{"cited_paper":"/paper/2303.05398","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:da3c0631792c26952daa3beae86a061069485cdcbe0814fffc9f0d657805f3d2","observation_id":"37a47894-4970-4e0a-8b98-74c3d3ee2f54","resolution":{"observed_at":"2026-08-07T05:42:30.983527Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.987524Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.987524Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:5a22f0705c16ec7178b29d21ca7708ba7db9d8b730f62932371c3621c56ee2f2","observation_id":"3971d41d-80f9-4090-8599-f6c2659f690b","resolution":{"observed_at":"2026-08-07T05:42:30.987524Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.990944Z","title":null,"venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.990944Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:2657c2108b4531215df474483dfc244328d655a5349eb60e3b857860d3a38e5a","observation_id":"e1754583-f7a8-49e4-9d0d-023281af714e","resolution":{"observed_at":"2026-08-07T05:42:30.990944Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.994215Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.994215Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:708779905448c3c1b9c6a38a40fbfd33c15e7d75cdc34c2d0c999e6ccdba2136","observation_id":"708bd004-f7eb-46a5-9043-02b568cadaba","resolution":{"observed_at":"2026-08-07T05:42:30.994215Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:30.997759Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:30.997759Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:10224462214064e96c3832496337b99eed485364fed3a3331d822d6286afca10","observation_id":"e21f4c2d-c674-4795-9efd-07dc6778332f","resolution":{"observed_at":"2026-08-07T05:42:30.997759Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2401.04088","last_updated":"2024-01-08T18:47:34Z","snapshot_observed_at":"2026-08-13T19:43:49.936776Z","submitted_at":"2024-01-08T18:47:34Z","title":"Mixtral of Experts","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2401.04088","snapshot_observed_at":"2026-08-07T05:42:31.001274Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.001274Z"},"links":{"cited_paper":"/paper/2401.04088","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:553bbab7f546b8447504c3040fa21ec062e3a5175d434a132a2ec396f42775e1","observation_id":"a7fbf580-6b89-49a9-90a2-6d8c6b50f461","resolution":{"observed_at":"2026-08-07T05:42:31.001274Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.005072Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.005072Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:a1c945b0076106410939472e61e3e2927876d9ea434770d8a59f02c3ff83454e","observation_id":"331260ca-aff8-41ec-8b94-99f4f45b9475","resolution":{"observed_at":"2026-08-07T05:42:31.005072Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06839","last_updated":"2024-08-12T03:53:35Z","snapshot_observed_at":"2026-08-13T05:52:48.072330Z","submitted_at":"2023-10-10T17:59:58Z","title":"LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06839","snapshot_observed_at":"2026-08-07T05:42:31.008622Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.008622Z"},"links":{"cited_paper":"/paper/2310.06839","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:71cd7bbb5a3ee4b2afc0513705aaf6428a87e1c72f72e61dd70a4fb1bbd95378","observation_id":"bea581d1-6cb9-4657-8c1f-79fa57315e5a","resolution":{"observed_at":"2026-08-07T05:42:31.008622Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.012565Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.012565Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:9e715b4aa2c5b2fe04b48c0c6dd17878e2fc044f23205df761215673cad00c93","observation_id":"215f1c0e-9b83-4e05-98a3-9b3483e701b8","resolution":{"observed_at":"2026-08-07T05:42:31.012565Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.016166Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.016166Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:c0b486bbe88830209997a8f11b7a4d894258d4be97be31b3336666035c5b9c64","observation_id":"22899215-86fb-46c0-9244-daf11363c3f7","resolution":{"observed_at":"2026-08-07T05:42:31.016166Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2301.08745","last_updated":"2023-11-02T07:19:37Z","snapshot_observed_at":"2026-08-13T13:00:44.563069Z","submitted_at":"2023-01-20T08:51:36Z","title":"Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2301.08745","snapshot_observed_at":"2026-08-07T05:42:31.019453Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.019453Z"},"links":{"cited_paper":"/paper/2301.08745","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:352e1487fe0ec7711fe76a21861770fb4c4ce61537465c79c25a527b7244662b","observation_id":"ea6f9311-6650-43b1-81bf-ef13bc9437f9","resolution":{"observed_at":"2026-08-07T05:42:31.019453Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.023088Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.023088Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:d209b6c034bd0a79143ea96462333d3c5feb5612a104d3b5f43e8548f110bb72","observation_id":"792d7644-cfb5-47fb-b9d2-09c60e987d12","resolution":{"observed_at":"2026-08-07T05:42:31.023088Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.027070Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.027070Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:58be836f3fb46c51937bc83ee40e7345b8a5afcfe7f9142517098b50e491354f","observation_id":"b7ec8930-f962-4e5c-9aeb-66fe16673cd8","resolution":{"observed_at":"2026-08-07T05:42:31.027070Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.030317Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.030317Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:10b62d7ea27335f65dc1cc2143129ac58454fc580b70785fdd85425c5eac6ffe","observation_id":"99ed254c-ef91-4dfc-a192-7d7b93a937fc","resolution":{"observed_at":"2026-08-07T05:42:31.030317Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.033942Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.033942Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:2f4c777f447e331cd8a8ab9b0d6ef2060dba25378c0bff5c68853ab45933d555","observation_id":"0b67cfa8-f34d-4231-a7ea-1fa56b1e21b3","resolution":{"observed_at":"2026-08-07T05:42:31.033942Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.037761Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.037761Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:5723510b9cba02667e83ed30e8ebd877142388c4db8cc928c9671e90807005cd","observation_id":"bc29bcba-7db1-4c42-bc1c-80fe8db13900","resolution":{"observed_at":"2026-08-07T05:42:31.037761Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.041782Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.041782Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:7a7e286c20a09f126a68ca6a422e27634776e7aee73a12657726073f0b905657","observation_id":"aeda5e86-c50f-4322-b2ea-e702f7c72ebb","resolution":{"observed_at":"2026-08-07T05:42:31.041782Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.045474Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.045474Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:f81b9dafff5073f50506ff848bbec88a7c5ef75c151d10ee2657dc79a89833b3","observation_id":"21cdc401-5f1e-4ec4-b0f4-38cc082d72b8","resolution":{"observed_at":"2026-08-07T05:42:31.045474Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.11334","last_updated":"2023-05-18T22:47:06Z","snapshot_observed_at":"2026-08-13T11:39:07.946610Z","submitted_at":"2023-05-18T22:47:06Z","title":"Writing your own book: A method for going from closed to open book QA to improve robustness and performance of smaller LLMs","version":1},"cited_work":{"arxiv_id":"2305.11334","doi":null,"metadata_source":"pith","pith_arxiv_id":"2305.11334","snapshot_observed_at":"2026-08-07T05:42:32.188043Z","title":"Writing your own book: A method for going from closed to open book QA to improve robustness and performance of smaller LLMs","venue":"cs.CL","work_id":"b57ad899-06fb-4e08-87db-6a81601bc272","year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.048854Z"},"links":{"cited_paper":"/paper/2305.11334","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:1962b2af92417273bd5af9c67835e352604053b786d27a56a8055f68d713cb02","observation_id":"b2253880-caa0-4e8b-af16-a7179ffcb88b","resolution":{"observed_at":"2026-08-07T05:42:32.192599Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.052388Z","title":null,"venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.052388Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:94b35a8b9d7644035056770b3b8fcf1af01ce120a8b3ede30c660edb91025dc8","observation_id":"9b8d25e3-e129-4664-baac-6ed95e78c5e3","resolution":{"observed_at":"2026-08-07T05:42:31.052388Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.055734Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.055734Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:570cb314efd6188a544668c35a78ed5d8b1cc703f489a17a3c2c0afba434c4bc","observation_id":"b5155eb7-cf91-49de-ab3d-388f0ddcea96","resolution":{"observed_at":"2026-08-07T05:42:31.055734Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.059335Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.059335Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:aeb200c0b1257d622ecec63dd5662f914fc27ee4f3557d48d46a5e0b00619753","observation_id":"fe7ea1a9-b679-45e7-bf8c-05b7d8d923db","resolution":{"observed_at":"2026-08-07T05:42:31.059335Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.062577Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.062577Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:2750259f7ac54c976c0744268a3f59964a58e9c99491dea267984f8888d89e0d","observation_id":"a328a4bb-3f4d-4bf5-915e-27dc6f8fb09a","resolution":{"observed_at":"2026-08-07T05:42:31.062577Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.066388Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.066388Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:1e3e7f5516b9ea19c8ed9558ef54fac162bb4d6b1b657cd990d03f94c0c31cb7","observation_id":"ef053a56-9429-468d-9620-0bd62079efc4","resolution":{"observed_at":"2026-08-07T05:42:31.066388Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.070931Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.070931Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:869d0c4009b13ba83e91eb45a83b813f685ec4576c2368520061750197e6a3fc","observation_id":"cc8f137e-8140-4541-92d4-be4243ecf831","resolution":{"observed_at":"2026-08-07T05:42:31.070931Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.074583Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.074583Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:7a027b2d1605e780f8875f298b7ab73485d75585fb97b0d46f9805a21e36feee","observation_id":"3fca94c1-983c-403b-9d72-11fe4a275aee","resolution":{"observed_at":"2026-08-07T05:42:31.074583Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.078747Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.078747Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:2396b079c1c09deb64bb2249e90c2024cbcc915397957d1f52f2ee8759f5fa08","observation_id":"b7f819d0-5cf5-4668-9fa4-6d8be107cfaf","resolution":{"observed_at":"2026-08-07T05:42:31.078747Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.082499Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.082499Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:2b523442c62d53234aa7f71fd623254e4a99fecd9eab15ddf1f6ca49e740bc4b","observation_id":"bfbfb0aa-83a1-4831-b4d5-f5fe02eb624d","resolution":{"observed_at":"2026-08-07T05:42:31.082499Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.086109Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.086109Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:e50e1e62129b03ca125ea1a9a24becb41a1d9cd414e77f82235174bea72c6435","observation_id":"8d7649ec-a821-43bf-8f65-41113d443f65","resolution":{"observed_at":"2026-08-07T05:42:31.086109Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.089312Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":91,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.089312Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:c8860535738a65ab99ef6f6a4d9f62908e70dc5db3f21ccbfab4119c53e8339f","observation_id":"1d163475-3941-4a54-95d2-b75f181b3b28","resolution":{"observed_at":"2026-08-07T05:42:31.089312Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.093267Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":92,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.093267Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:7cb6795b9ca3464ce217e70f9833fda49502f1f4a43f898b72fb2c12c3efecb6","observation_id":"6c681fd2-323a-4adc-b61c-57a03a8b1bfd","resolution":{"observed_at":"2026-08-07T05:42:31.093267Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.096672Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.096672Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:b9f40721d6db120d6727383323e29a0a2de280b72840e02252aaf1c4e3589e02","observation_id":"c4f3277e-8749-4acb-aee7-6e12530f4347","resolution":{"observed_at":"2026-08-07T05:42:31.096672Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.100460Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.100460Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:d950083363dfa71dc88b924c6d5e426e595e9ec4ba7b372e844c5454826026f4","observation_id":"60142d2f-f4fe-4bcb-95c5-74c36ace8e55","resolution":{"observed_at":"2026-08-07T05:42:31.100460Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.104630Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":95,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.104630Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:f8e92d58e70e07b2adac49351f482a2443c1a76a74f06a8292e21a05aeda710d","observation_id":"f972ad56-bfbd-4720-8299-4d3ad0409dca","resolution":{"observed_at":"2026-08-07T05:42:31.104630Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.108369Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":96,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.108369Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:51e4ef464e2a6437eb374cb5ec828a2ffa4b7ece94002b33cfc0b583c17aca41","observation_id":"97ce4210-2b0d-408f-b286-4d9ca4e4a64a","resolution":{"observed_at":"2026-08-07T05:42:31.108369Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.112241Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":97,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.112241Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:bdc3ed30bd7ef807a0f80af3f813e8659123efebe5d9277a56f77fd83c3f207b","observation_id":"f6dff734-bacc-49a3-ab69-d509570e27bd","resolution":{"observed_at":"2026-08-07T05:42:31.112241Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.115595Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":98,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.115595Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:59d15c5e938545f976a3da7473287f30d8184259df8dc6963f8959116503987c","observation_id":"a34cbe49-15c5-49b9-800e-36d3bd2b84f7","resolution":{"observed_at":"2026-08-07T05:42:31.115595Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2305.03655","last_updated":"2023-05-08T15:16:05Z","snapshot_observed_at":"2026-08-13T11:48:27.327407Z","submitted_at":"2023-05-05T16:21:24Z","title":"White-Box Multi-Objective Adversarial Attack on Dialogue Generation","version":2},"cited_work":{"arxiv_id":"2305.03655","doi":null,"metadata_source":"pith","pith_arxiv_id":"2305.03655","snapshot_observed_at":"2026-08-07T05:42:32.169792Z","title":"White-Box Multi-Objective Adversarial Attack on Dialogue Generation","venue":"cs.CL","work_id":"40fb3e36-e140-431e-90e3-42edbda58319","year":2023},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":99,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.118974Z"},"links":{"cited_paper":"/paper/2305.03655","citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:e61b876d01db4cc25e5adde5fe1fb20b1d10480d749dc46213cfc096a92a052f","observation_id":"3d8f1677-5a2c-4e33-8d39-7ed4362b628e","resolution":{"observed_at":"2026-08-07T05:42:32.173942Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:42:31.122935Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions","version":2},"reference_index":100,"source":"pdf_text","source_observed_at":"2026-08-07T05:42:31.122935Z"},"links":{"citing_paper":"/paper/2506.11111"},"observation_digest":"sha256:b6a26804c18c1d28c5dd2a20b0aa6d8ccf68093257e95f3b43d40be95017599b","observation_id":"f17019b5-e0cd-4b21-9327-3d65b0e4c1a7","resolution":{"observed_at":"2026-08-07T05:42:31.122935Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2506.11111","last_updated":"2025-07-09T06:18:33Z","latest_version":2,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-11T07:06:57.536279Z","submitted_at":"2025-06-08T16:20:12Z","title":"Evaluating and Improving Robustness in Large Language Models: A Survey and Future Directions"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":95,"verified_exact":5,"verified_fuzzy":0},"total_outbound_references":246},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-14T06:32:32.682623+00:00","source":"crossref"},{"observed_at":"2026-08-14T06:32:18.44784+00:00","source":"retraction_watch"}],"thesis":"As of 14 August 2026, this Paper Citation Record lists 100 of 246 outbound references and 5 inbound Pith citation observations for arXiv:2506.11111."}